Model comparison
granite-4.0-7B-A1B-Creative-v0.1 vs Qwen3-4B
At Q4_K_M, Qwen3-4B is the smaller download — 2,497,280,256 bytes against 4,049,883,328. At long context the gap widens: granite-4.0-7B-A1B-Creative-v0.1's KV cache at 32K is 18.0× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| granite-4.0-7B-A1B-Creative-v0.1 | Qwen3-4B | |
|---|---|---|
| Parameters | 6.7B | 4.0B |
| Architecture | granitehybrid | qwen3 |
| Layers | 40 | 36 |
| Native context | 131,072 | 40,960 |
| Mixture of experts | yes, 62 experts | no |
| Quantizations published | 36 | 29 |
| Smallest quantization | 1.29 GiB | 1.01 GiB |
| Q4_K_M | 3.77 GiB | 2.33 GiB |
| Licence | apache-2.0 | — |
KV cache by context
the term that decides long-context viability
| Context | granite-4.0-7B-A1B-Creative-v0.1 | Qwen3-4B | Ratio |
|---|---|---|---|
| 4,096 | 0.03 GiB | 0.56 GiB | 17.96× |
| 8,192 | 0.06 GiB | 1.13 GiB | 17.98× |
| 16,384 | 0.13 GiB | 2.25 GiB | 17.99× |
| 32,768 | 0.25 GiB | 4.50 GiB | 18.00× |
| 65,536 | 0.50 GiB | 9.00 GiB | 18.00× |
| 131,072 | 1.00 GiB | 18.00 GiB | 18.00× |